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Statistical methods are a key part of data science, yet few data scientists have formal statistical training. Courses and books on basic;
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and data science. The topics covered include likelihood-based inference, Bayesian statistics, regression, statistical tests and the;
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science and aids researchers in choosing the appropriate statistical technique for analyzing their data. Focusing on the use of univariate and;
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often miss a rigorous theoretical treatment, this book provides an accessible but thorough introduction into data analysis, using statistical;
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Reinforce your understanding of data science and data analysis from a statistical perspective to extract meaningful insights from your data;
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of modern statistical packages makes the analysis of data easier than before. The book focuses on the application of statistics and correct methods;
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Provides theoretical insights and justification of the statistical procedures for the analysis of high-dimensional data Presents a general;
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Statistical Inference via Data Science: A ModernDive into R and the Tidyverse provides a pathway for learning about statistical inference;
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Statistical Inference via Data Science: A ModernDive into R and the Tidyverse provides a pathway for learning about statistical inference;
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Data analytics has become an integral part of materials science. This book provides the practical tools and fundamentals needed for;
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and both statistical and computational methods for data analysis. Initial chapters focus on exploring the properties of incomplete data sets;
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The proliferation of online access to social science statistical and numeric data sources, such as the U.S. Census Bureau's American Fact;
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This book explores various state-of-the-art aspects behind the statistical analysis of neuroimaging data. It examines the development;
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The twenty-first century has seen a breathtaking expansion of statistical methodology, both in scope and in influence. 'Big data', 'data;
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This book explores various state-of-the-art aspects behind the statistical analysis of neuroimaging data. It examines the development;
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, data science uses visualization techniques using specially designed big data software and statistical programming language, such as R;
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The twenty-first century has seen a breathtaking expansion of statistical methodology, both in scope and influence. 'Data science' and;
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Data analytics has become an integral part of materials science. This book provides the practical tools and fundamentals needed for;
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of all levels. RETAIL SELLING POINTS Demonstrations of need-to-know statistical ideas Covers all aspects of the project lifecycle Data science;
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in data analysis, survival data analysis and survival models for cancer patients, statistical analysis and neural network techniques for genomic;
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This approachable introduction to doing data science in R provides step-by-step advice on using the tools and statistical methods to carry;
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As an emerging discipline, data science broadly means different things across different areas. Exploring the relationship of data science;
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A practical source for performing essential statistical analyses and data management tasks in R Univariate, Bivariate, and Multivariate;
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